Through the Uncanny Mirror: Do LLMs Remember Like the Human Mind? | by Salvatore Raieli | Sep, 2024


|LLM|AI|HUMAN MIND|MEMORY|COGNITION|

Exploring the Eerie Parallels and Profound Differences Between AI and Human Memory

Towards Data Science
LLM memory
image by the author using AI

The limits of my language are the limits of my mind. — Ludwig Wittgenstein

The true art of memory is the art of attention. — Samuel Johnson

Language is one of the most important capabilities of human beings; it enables us to communicate and transfer knowledge, and it is considered a pillar of civilization. That is why the incredible capabilities displayed by Large Language Models (LLMs) have astounded the world, and made it ask the question: are they intelligent?

All this has been achieved by huge amounts of text and a simple learning function: predicting the next word in a sequence. The model behind this success is the Transformer, and today modern derived LLMs are currently used by a large segment of the population for tasks such as translation, summarization, question answering, or generating articles.

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